Pan, Wei; Chappell, Rick; Kosorok, Michael R. - In: Statistics & Probability Letters 38 (1998) 1, pp. 49-57
The nonparametric monotone MLE is used to overcome the severe under-estimation of survival functions by the NPMLE for left truncated data when a monotone hazard assumption is appropriate. In this paper, we establish the consistency of the monotone MLE for interval-censored data with or without...